Browsing Department of Electrical Engineering by Author "Rane, Chinmay Appa"
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ADAPTIVE ACTIVATIONS AND SHIFT INVARIANCE IN SHALLOW CONVOLUTIONAL NEURAL NETWORKS
Rane, Chinmay Appa; 0000-0002-1373-819X (2021-08-13)Deep learning training training algorithms are a huge success in recent years in many fields including speech, text,image video etc. Deeper and deeper layers are proposed with huge success with resnet structures having ... -
MULTILAYER PERCEPTRON WITH ADAPTIVE ACTIVATION FUNCTIONS
Rane, Chinmay Appa; 0000-0002-1373-819X (2016-05-26)A Multilayer perceptron typically has a fixed nonlinear activation function for each hidden unit. In this thesis, an adaptive activation function for individual hidden unit is designed, where the network learns these ...